{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true,
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "import torch\n",
    "import numpy as np\n",
    "from CNN import Net\n",
    "import torch.nn as nn\n",
    "import torch.nn.functional as F"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CUDA is available!\n"
     ]
    }
   ],
   "source": [
    "# 检查是否可以利用GPU\n",
    "train_on_gpu = torch.cuda.is_available()\n",
    "\n",
    "if not train_on_gpu:\n",
    "    print('CUDA is not available.')\n",
    "else:\n",
    "    print('CUDA is available!')\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n",
      "Files already downloaded and verified\n"
     ]
    }
   ],
   "source": [
    "from torchvision import datasets\n",
    "import torchvision.transforms as transforms\n",
    "from torch.utils.data.sampler import SubsetRandomSampler\n",
    "\n",
    "# number of subprocesses to use for data loading\n",
    "num_workers = 0\n",
    "# 每批加载16张图片\n",
    "batch_size = 16\n",
    "# percentage of training set to use as validation\n",
    "valid_size = 0.2\n",
    "\n",
    "# 将数据转换为torch.FloatTensor，并标准化。\n",
    "transform = transforms.Compose([\n",
    "    transforms.ToTensor(),\n",
    "    transforms.Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5))\n",
    "    ])\n",
    "\n",
    "# 选择训练集与测试集的数据\n",
    "train_data = datasets.CIFAR10('data', train=True,\n",
    "                              download=True, transform=transform)\n",
    "test_data = datasets.CIFAR10('data', train=False,\n",
    "                             download=True, transform=transform)\n",
    "\n",
    "# obtain training indices that will be used for validation\n",
    "num_train = len(train_data)\n",
    "indices = list(range(num_train))\n",
    "np.random.shuffle(indices)\n",
    "split = int(np.floor(valid_size * num_train))\n",
    "train_idx, valid_idx = indices[split:], indices[:split]\n",
    "\n",
    "# define samplers for obtaining training and validation batches\n",
    "train_sampler = SubsetRandomSampler(train_idx)\n",
    "valid_sampler = SubsetRandomSampler(valid_idx)\n",
    "\n",
    "# prepare data loaders (combine dataset and sampler)\n",
    "train_loader = torch.utils.data.DataLoader(train_data, batch_size=batch_size,\n",
    "    sampler=train_sampler, num_workers=num_workers)\n",
    "valid_loader = torch.utils.data.DataLoader(train_data, batch_size=batch_size,\n",
    "    sampler=valid_sampler, num_workers=num_workers)\n",
    "test_loader = torch.utils.data.DataLoader(test_data, batch_size=batch_size,\n",
    "    num_workers=num_workers)\n",
    "\n",
    "# 图像分类中10类别\n",
    "classes = ['airplane', 'automobile', 'bird', 'cat', 'deer',\n",
    "           'dog', 'frog', 'horse', 'ship', 'truck']\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1800x288 with 16 Axes>",
      "image/png": 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\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "# helper function to un-normalize and display an image\n",
    "def imshow(img):\n",
    "    img = img / 2 + 0.5  # unnormalize\n",
    "    plt.imshow(np.transpose(img, (1, 2, 0)))  # convert from Tensor image\n",
    "\n",
    "# 获取一批样本\n",
    "dataiter = iter(train_loader)\n",
    "images, labels = dataiter.next()\n",
    "images = images.numpy() # convert images to numpy for display\n",
    "\n",
    "# 显示图像，标题为类名\n",
    "fig = plt.figure(figsize=(25, 4))\n",
    "# 显示16张图片\n",
    "for idx in np.arange(16):\n",
    "    ax = fig.add_subplot(2, 16//2, idx+1, xticks=[], yticks=[])\n",
    "    imshow(images[idx])\n",
    "    ax.set_title(classes[labels[idx]])\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 2592x2592 with 3 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "rgb_img = np.squeeze(images[3])\n",
    "channels = ['red channel', 'green channel', 'blue channel']\n",
    "\n",
    "fig = plt.figure(figsize = (36, 36))\n",
    "for idx in np.arange(rgb_img.shape[0]):\n",
    "    ax = fig.add_subplot(1, 3, idx + 1)\n",
    "    img = rgb_img[idx]\n",
    "    ax.imshow(img, cmap='gray')\n",
    "    ax.set_title(channels[idx])\n",
    "    width, height = img.shape\n",
    "    thresh = img.max()/2.5\n",
    "    for x in range(width):\n",
    "        for y in range(height):\n",
    "            val = round(img[x][y],2) if img[x][y] !=0 else 0\n",
    "            ax.annotate(str(val), xy=(y,x),\n",
    "                    horizontalalignment='center',\n",
    "                    verticalalignment='center', size=8,\n",
    "                    color='white' if img[x][y]<thresh else 'black')\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Net(\n",
      "  (conv1): Conv2d(3, 16, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
      "  (conv2): Conv2d(16, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
      "  (conv3): Conv2d(32, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
      "  (pool): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
      "  (fc1): Linear(in_features=1024, out_features=500, bias=True)\n",
      "  (fc2): Linear(in_features=500, out_features=10, bias=True)\n",
      "  (dropout): Dropout(p=0.3, inplace=False)\n",
      ")\n"
     ]
    }
   ],
   "source": [
    "# create a complete CNN\n",
    "model = Net()\n",
    "print(model)\n",
    "\n",
    "# 使用GPU\n",
    "if train_on_gpu:\n",
    "    model.cuda()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [],
   "source": [
    "import torch.optim as optim\n",
    "# 使用交叉熵损失函数\n",
    "criterion = nn.CrossEntropyLoss()\n",
    "# 使用随机梯度下降，学习率lr=0.01\n",
    "optimizer = optim.SGD(model.parameters(), lr=0.01)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch: 1 \tTraining Loss: 2.030450 \tValidation Loss: 1.683864\n",
      "Validation loss decreased (inf --> 1.683864).  Saving model ...\n",
      "Epoch: 2 \tTraining Loss: 1.606858 \tValidation Loss: 1.460513\n",
      "Validation loss decreased (1.683864 --> 1.460513).  Saving model ...\n",
      "Epoch: 3 \tTraining Loss: 1.425847 \tValidation Loss: 1.317929\n",
      "Validation loss decreased (1.460513 --> 1.317929).  Saving model ...\n",
      "Epoch: 4 \tTraining Loss: 1.301807 \tValidation Loss: 1.204425\n",
      "Validation loss decreased (1.317929 --> 1.204425).  Saving model ...\n",
      "Epoch: 5 \tTraining Loss: 1.201366 \tValidation Loss: 1.092327\n",
      "Validation loss decreased (1.204425 --> 1.092327).  Saving model ...\n",
      "Epoch: 6 \tTraining Loss: 1.115872 \tValidation Loss: 1.043322\n",
      "Validation loss decreased (1.092327 --> 1.043322).  Saving model ...\n",
      "Epoch: 7 \tTraining Loss: 1.052397 \tValidation Loss: 0.975122\n",
      "Validation loss decreased (1.043322 --> 0.975122).  Saving model ...\n",
      "Epoch: 8 \tTraining Loss: 0.992245 \tValidation Loss: 0.918781\n",
      "Validation loss decreased (0.975122 --> 0.918781).  Saving model ...\n",
      "Epoch: 9 \tTraining Loss: 0.941043 \tValidation Loss: 0.876190\n",
      "Validation loss decreased (0.918781 --> 0.876190).  Saving model ...\n",
      "Epoch: 10 \tTraining Loss: 0.894138 \tValidation Loss: 0.837473\n",
      "Validation loss decreased (0.876190 --> 0.837473).  Saving model ...\n",
      "Epoch: 11 \tTraining Loss: 0.846717 \tValidation Loss: 0.824255\n",
      "Validation loss decreased (0.837473 --> 0.824255).  Saving model ...\n",
      "Epoch: 12 \tTraining Loss: 0.811224 \tValidation Loss: 0.802319\n",
      "Validation loss decreased (0.824255 --> 0.802319).  Saving model ...\n",
      "Epoch: 13 \tTraining Loss: 0.776065 \tValidation Loss: 0.778179\n",
      "Validation loss decreased (0.802319 --> 0.778179).  Saving model ...\n",
      "Epoch: 14 \tTraining Loss: 0.741757 \tValidation Loss: 0.766873\n",
      "Validation loss decreased (0.778179 --> 0.766873).  Saving model ...\n",
      "Epoch: 15 \tTraining Loss: 0.711683 \tValidation Loss: 0.767665\n",
      "Epoch: 16 \tTraining Loss: 0.687637 \tValidation Loss: 0.744564\n",
      "Validation loss decreased (0.766873 --> 0.744564).  Saving model ...\n",
      "Epoch: 17 \tTraining Loss: 0.663568 \tValidation Loss: 0.722857\n",
      "Validation loss decreased (0.744564 --> 0.722857).  Saving model ...\n",
      "Epoch: 18 \tTraining Loss: 0.630741 \tValidation Loss: 0.708114\n",
      "Validation loss decreased (0.722857 --> 0.708114).  Saving model ...\n",
      "Epoch: 19 \tTraining Loss: 0.607390 \tValidation Loss: 0.690638\n",
      "Validation loss decreased (0.708114 --> 0.690638).  Saving model ...\n",
      "Epoch: 20 \tTraining Loss: 0.587815 \tValidation Loss: 0.716890\n",
      "Epoch: 21 \tTraining Loss: 0.563721 \tValidation Loss: 0.713749\n",
      "Epoch: 22 \tTraining Loss: 0.545255 \tValidation Loss: 0.685039\n",
      "Validation loss decreased (0.690638 --> 0.685039).  Saving model ...\n",
      "Epoch: 23 \tTraining Loss: 0.522720 \tValidation Loss: 0.677785\n",
      "Validation loss decreased (0.685039 --> 0.677785).  Saving model ...\n",
      "Epoch: 24 \tTraining Loss: 0.502142 \tValidation Loss: 0.694301\n",
      "Epoch: 25 \tTraining Loss: 0.490285 \tValidation Loss: 0.670730\n",
      "Validation loss decreased (0.677785 --> 0.670730).  Saving model ...\n",
      "Epoch: 26 \tTraining Loss: 0.468318 \tValidation Loss: 0.668649\n",
      "Validation loss decreased (0.670730 --> 0.668649).  Saving model ...\n",
      "Epoch: 27 \tTraining Loss: 0.453921 \tValidation Loss: 0.704314\n",
      "Epoch: 28 \tTraining Loss: 0.439501 \tValidation Loss: 0.681277\n",
      "Epoch: 29 \tTraining Loss: 0.420028 \tValidation Loss: 0.701177\n",
      "Epoch: 30 \tTraining Loss: 0.414296 \tValidation Loss: 0.685701\n",
      "Epoch: 31 \tTraining Loss: 0.395657 \tValidation Loss: 0.697574\n",
      "Epoch: 32 \tTraining Loss: 0.381717 \tValidation Loss: 0.696524\n",
      "Epoch: 33 \tTraining Loss: 0.372678 \tValidation Loss: 0.713686\n",
      "Epoch: 34 \tTraining Loss: 0.363576 \tValidation Loss: 0.683673\n",
      "Epoch: 35 \tTraining Loss: 0.354937 \tValidation Loss: 0.732612\n",
      "Epoch: 36 \tTraining Loss: 0.337581 \tValidation Loss: 0.708241\n",
      "Epoch: 37 \tTraining Loss: 0.330216 \tValidation Loss: 0.709211\n",
      "Epoch: 38 \tTraining Loss: 0.316126 \tValidation Loss: 0.738442\n",
      "Epoch: 39 \tTraining Loss: 0.317740 \tValidation Loss: 0.720082\n",
      "Epoch: 40 \tTraining Loss: 0.309090 \tValidation Loss: 0.729353\n",
      "Epoch: 41 \tTraining Loss: 0.299514 \tValidation Loss: 0.740952\n",
      "Epoch: 42 \tTraining Loss: 0.297701 \tValidation Loss: 0.734225\n",
      "Epoch: 43 \tTraining Loss: 0.288864 \tValidation Loss: 0.776354\n",
      "Epoch: 44 \tTraining Loss: 0.289289 \tValidation Loss: 0.741143\n",
      "Epoch: 45 \tTraining Loss: 0.277307 \tValidation Loss: 0.744177\n",
      "Epoch: 46 \tTraining Loss: 0.270254 \tValidation Loss: 0.741273\n",
      "Epoch: 47 \tTraining Loss: 0.271245 \tValidation Loss: 0.766797\n",
      "Epoch: 48 \tTraining Loss: 0.259660 \tValidation Loss: 0.755827\n",
      "Epoch: 49 \tTraining Loss: 0.256005 \tValidation Loss: 0.763216\n",
      "Epoch: 50 \tTraining Loss: 0.248368 \tValidation Loss: 0.794095\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m",
      "\u001B[1;31mKeyboardInterrupt\u001B[0m                         Traceback (most recent call last)",
      "\u001B[1;32m~\\AppData\\Local\\Temp\\ipykernel_35548\\79461860.py\u001B[0m in \u001B[0;36m<module>\u001B[1;34m\u001B[0m\n\u001B[0;32m     14\u001B[0m     \u001B[1;31m###################\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m     15\u001B[0m     \u001B[0mmodel\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mtrain\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[1;32m---> 16\u001B[1;33m     \u001B[1;32mfor\u001B[0m \u001B[0mdata\u001B[0m\u001B[1;33m,\u001B[0m \u001B[0mtarget\u001B[0m \u001B[1;32min\u001B[0m \u001B[0mtrain_loader\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m\u001B[0;32m     17\u001B[0m         \u001B[1;31m# move tensors to GPU if CUDA is available\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m     18\u001B[0m         \u001B[1;32mif\u001B[0m \u001B[0mtrain_on_gpu\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n",
      "\u001B[1;32m~\\anaconda3\\lib\\site-packages\\torch\\utils\\data\\dataloader.py\u001B[0m in \u001B[0;36m__next__\u001B[1;34m(self)\u001B[0m\n\u001B[0;32m    515\u001B[0m             \u001B[1;32mif\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0m_sampler_iter\u001B[0m \u001B[1;32mis\u001B[0m \u001B[1;32mNone\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m    516\u001B[0m                 \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0m_reset\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[1;32m--> 517\u001B[1;33m             \u001B[0mdata\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0m_next_data\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m\u001B[0;32m    518\u001B[0m             \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0m_num_yielded\u001B[0m \u001B[1;33m+=\u001B[0m \u001B[1;36m1\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m    519\u001B[0m             \u001B[1;32mif\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0m_dataset_kind\u001B[0m \u001B[1;33m==\u001B[0m \u001B[0m_DatasetKind\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mIterable\u001B[0m \u001B[1;32mand\u001B[0m\u001B[0;31m \u001B[0m\u001B[0;31m\\\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n",
      "\u001B[1;32m~\\anaconda3\\lib\\site-packages\\torch\\utils\\data\\dataloader.py\u001B[0m in \u001B[0;36m_next_data\u001B[1;34m(self)\u001B[0m\n\u001B[0;32m    555\u001B[0m     \u001B[1;32mdef\u001B[0m \u001B[0m_next_data\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mself\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m    556\u001B[0m         \u001B[0mindex\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0m_next_index\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;33m)\u001B[0m  \u001B[1;31m# may raise StopIteration\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[1;32m--> 557\u001B[1;33m         \u001B[0mdata\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0m_dataset_fetcher\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mfetch\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mindex\u001B[0m\u001B[1;33m)\u001B[0m  \u001B[1;31m# may raise StopIteration\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m\u001B[0;32m    558\u001B[0m         \u001B[1;32mif\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0m_pin_memory\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m    559\u001B[0m             \u001B[0mdata\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0m_utils\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mpin_memory\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mpin_memory\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mdata\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n",
      "\u001B[1;32m~\\anaconda3\\lib\\site-packages\\torch\\utils\\data\\_utils\\fetch.py\u001B[0m in \u001B[0;36mfetch\u001B[1;34m(self, possibly_batched_index)\u001B[0m\n\u001B[0;32m     42\u001B[0m     \u001B[1;32mdef\u001B[0m \u001B[0mfetch\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mself\u001B[0m\u001B[1;33m,\u001B[0m \u001B[0mpossibly_batched_index\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m     43\u001B[0m         \u001B[1;32mif\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mauto_collation\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[1;32m---> 44\u001B[1;33m             \u001B[0mdata\u001B[0m \u001B[1;33m=\u001B[0m \u001B[1;33m[\u001B[0m\u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mdataset\u001B[0m\u001B[1;33m[\u001B[0m\u001B[0midx\u001B[0m\u001B[1;33m]\u001B[0m \u001B[1;32mfor\u001B[0m \u001B[0midx\u001B[0m \u001B[1;32min\u001B[0m \u001B[0mpossibly_batched_index\u001B[0m\u001B[1;33m]\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m\u001B[0;32m     45\u001B[0m         \u001B[1;32melse\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m     46\u001B[0m             \u001B[0mdata\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mdataset\u001B[0m\u001B[1;33m[\u001B[0m\u001B[0mpossibly_batched_index\u001B[0m\u001B[1;33m]\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n",
      "\u001B[1;32m~\\anaconda3\\lib\\site-packages\\torch\\utils\\data\\_utils\\fetch.py\u001B[0m in \u001B[0;36m<listcomp>\u001B[1;34m(.0)\u001B[0m\n\u001B[0;32m     42\u001B[0m     \u001B[1;32mdef\u001B[0m \u001B[0mfetch\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mself\u001B[0m\u001B[1;33m,\u001B[0m \u001B[0mpossibly_batched_index\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m     43\u001B[0m         \u001B[1;32mif\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mauto_collation\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[1;32m---> 44\u001B[1;33m             \u001B[0mdata\u001B[0m \u001B[1;33m=\u001B[0m \u001B[1;33m[\u001B[0m\u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mdataset\u001B[0m\u001B[1;33m[\u001B[0m\u001B[0midx\u001B[0m\u001B[1;33m]\u001B[0m \u001B[1;32mfor\u001B[0m \u001B[0midx\u001B[0m \u001B[1;32min\u001B[0m \u001B[0mpossibly_batched_index\u001B[0m\u001B[1;33m]\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m\u001B[0;32m     45\u001B[0m         \u001B[1;32melse\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m     46\u001B[0m             \u001B[0mdata\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mdataset\u001B[0m\u001B[1;33m[\u001B[0m\u001B[0mpossibly_batched_index\u001B[0m\u001B[1;33m]\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n",
      "\u001B[1;32m~\\anaconda3\\lib\\site-packages\\torchvision\\datasets\\cifar.py\u001B[0m in \u001B[0;36m__getitem__\u001B[1;34m(self, index)\u001B[0m\n\u001B[0;32m    118\u001B[0m \u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m    119\u001B[0m         \u001B[1;32mif\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mtransform\u001B[0m \u001B[1;32mis\u001B[0m \u001B[1;32mnot\u001B[0m \u001B[1;32mNone\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[1;32m--> 120\u001B[1;33m             \u001B[0mimg\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mtransform\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mimg\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m\u001B[0;32m    121\u001B[0m \u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m    122\u001B[0m         \u001B[1;32mif\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mtarget_transform\u001B[0m \u001B[1;32mis\u001B[0m \u001B[1;32mnot\u001B[0m \u001B[1;32mNone\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n",
      "\u001B[1;32m~\\anaconda3\\lib\\site-packages\\torchvision\\transforms\\transforms.py\u001B[0m in \u001B[0;36m__call__\u001B[1;34m(self, img)\u001B[0m\n\u001B[0;32m     58\u001B[0m     \u001B[1;32mdef\u001B[0m \u001B[0m__call__\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mself\u001B[0m\u001B[1;33m,\u001B[0m \u001B[0mimg\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m     59\u001B[0m         \u001B[1;32mfor\u001B[0m \u001B[0mt\u001B[0m \u001B[1;32min\u001B[0m \u001B[0mself\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mtransforms\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[1;32m---> 60\u001B[1;33m             \u001B[0mimg\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0mt\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mimg\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m\u001B[0;32m     61\u001B[0m         \u001B[1;32mreturn\u001B[0m \u001B[0mimg\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m     62\u001B[0m \u001B[1;33m\u001B[0m\u001B[0m\n",
      "\u001B[1;32m~\\anaconda3\\lib\\site-packages\\torchvision\\transforms\\transforms.py\u001B[0m in \u001B[0;36m__call__\u001B[1;34m(self, pic)\u001B[0m\n\u001B[0;32m     95\u001B[0m             \u001B[0mTensor\u001B[0m\u001B[1;33m:\u001B[0m \u001B[0mConverted\u001B[0m \u001B[0mimage\u001B[0m\u001B[1;33m.\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m     96\u001B[0m         \"\"\"\n\u001B[1;32m---> 97\u001B[1;33m         \u001B[1;32mreturn\u001B[0m \u001B[0mF\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mto_tensor\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mpic\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m\u001B[0;32m     98\u001B[0m \u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m     99\u001B[0m     \u001B[1;32mdef\u001B[0m \u001B[0m__repr__\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mself\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n",
      "\u001B[1;32m~\\anaconda3\\lib\\site-packages\\torchvision\\transforms\\functional.py\u001B[0m in \u001B[0;36mto_tensor\u001B[1;34m(pic)\u001B[0m\n\u001B[0;32m    138\u001B[0m     \u001B[0mimg\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0mimg\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mview\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mpic\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0msize\u001B[0m\u001B[1;33m[\u001B[0m\u001B[1;36m1\u001B[0m\u001B[1;33m]\u001B[0m\u001B[1;33m,\u001B[0m \u001B[0mpic\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0msize\u001B[0m\u001B[1;33m[\u001B[0m\u001B[1;36m0\u001B[0m\u001B[1;33m]\u001B[0m\u001B[1;33m,\u001B[0m \u001B[0mlen\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mpic\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mgetbands\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m    139\u001B[0m     \u001B[1;31m# put it from HWC to CHW format\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[1;32m--> 140\u001B[1;33m     \u001B[0mimg\u001B[0m \u001B[1;33m=\u001B[0m \u001B[0mimg\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mpermute\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;36m2\u001B[0m\u001B[1;33m,\u001B[0m \u001B[1;36m0\u001B[0m\u001B[1;33m,\u001B[0m \u001B[1;36m1\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mcontiguous\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0m\u001B[0;32m    141\u001B[0m     \u001B[1;32mif\u001B[0m \u001B[0misinstance\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mimg\u001B[0m\u001B[1;33m,\u001B[0m \u001B[0mtorch\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mByteTensor\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m:\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n\u001B[0;32m    142\u001B[0m         \u001B[1;32mreturn\u001B[0m \u001B[0mimg\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mto\u001B[0m\u001B[1;33m(\u001B[0m\u001B[0mdtype\u001B[0m\u001B[1;33m=\u001B[0m\u001B[0mdefault_float_dtype\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m.\u001B[0m\u001B[0mdiv\u001B[0m\u001B[1;33m(\u001B[0m\u001B[1;36m255\u001B[0m\u001B[1;33m)\u001B[0m\u001B[1;33m\u001B[0m\u001B[1;33m\u001B[0m\u001B[0m\n",
      "\u001B[1;31mKeyboardInterrupt\u001B[0m: "
     ]
    }
   ],
   "source": [
    "# 训练模型的次数\n",
    "n_epochs = 100\n",
    "\n",
    "valid_loss_min = np.Inf # track change in validation loss\n",
    "\n",
    "for epoch in range(1, n_epochs+1):\n",
    "\n",
    "    # keep track of training and validation loss\n",
    "    train_loss = 0.0\n",
    "    valid_loss = 0.0\n",
    "\n",
    "    ###################\n",
    "    # 训练集的模型 #\n",
    "    ###################\n",
    "    model.train()\n",
    "    for data, target in train_loader:\n",
    "        # move tensors to GPU if CUDA is available\n",
    "        if train_on_gpu:\n",
    "            data, target = data.cuda(), target.cuda()\n",
    "        # clear the gradients of all optimized variables\n",
    "        optimizer.zero_grad()\n",
    "        # forward pass: compute predicted outputs by passing inputs to the model\n",
    "        output = model(data)\n",
    "        # calculate the batch loss\n",
    "        loss = criterion(output, target)\n",
    "        # backward pass: compute gradient of the loss with respect to model parameters\n",
    "        loss.backward()\n",
    "        # perform a single optimization step (parameter update)\n",
    "        optimizer.step()\n",
    "        # update training loss\n",
    "        train_loss += loss.item()*data.size(0)\n",
    "\n",
    "    ######################\n",
    "    # 验证集的模型#\n",
    "    ######################\n",
    "    model.eval()\n",
    "    for data, target in valid_loader:\n",
    "        # move tensors to GPU if CUDA is available\n",
    "        if train_on_gpu:\n",
    "            data, target = data.cuda(), target.cuda()\n",
    "        # forward pass: compute predicted outputs by passing inputs to the model\n",
    "        output = model(data)\n",
    "        # calculate the batch loss\n",
    "        loss = criterion(output, target)\n",
    "        # update average validation loss\n",
    "        valid_loss += loss.item()*data.size(0)\n",
    "\n",
    "    # 计算平均损失\n",
    "    train_loss = train_loss/len(train_loader.sampler)\n",
    "    valid_loss = valid_loss/len(valid_loader.sampler)\n",
    "\n",
    "    # 显示训练集与验证集的损失函数\n",
    "    print('Epoch: {} \\tTraining Loss: {:.6f} \\tValidation Loss: {:.6f}'.format(\n",
    "        epoch, train_loss, valid_loss))\n",
    "\n",
    "    # 如果验证集损失函数减少，就保存模型。\n",
    "    if valid_loss <= valid_loss_min:\n",
    "        print('Validation loss decreased ({:.6f} --> {:.6f}).  Saving model ...'.format(valid_loss_min,valid_loss))\n",
    "        torch.save(model.state_dict(), 'model_cifar.pt')\n",
    "        valid_loss_min = valid_loss"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [
    {
     "data": {
      "text/plain": "<All keys matched successfully>"
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.load_state_dict(torch.load('model_cifar.pt'))"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Test Loss: 0.685406\n",
      "\n",
      "Test Accuracy of airplane: 81% (815/1000)\n",
      "Test Accuracy of automobile: 87% (877/1000)\n",
      "Test Accuracy of  bird: 62% (623/1000)\n",
      "Test Accuracy of   cat: 57% (579/1000)\n",
      "Test Accuracy of  deer: 71% (717/1000)\n",
      "Test Accuracy of   dog: 65% (652/1000)\n",
      "Test Accuracy of  frog: 83% (836/1000)\n",
      "Test Accuracy of horse: 82% (826/1000)\n",
      "Test Accuracy of  ship: 89% (891/1000)\n",
      "Test Accuracy of truck: 83% (831/1000)\n",
      "\n",
      "Test Accuracy (Overall): 76% (7647/10000)\n"
     ]
    }
   ],
   "source": [
    "# track test loss\n",
    "test_loss = 0.0\n",
    "class_correct = list(0. for i in range(10))\n",
    "class_total = list(0. for i in range(10))\n",
    "\n",
    "model.eval()\n",
    "# iterate over test data\n",
    "for data, target in test_loader:\n",
    "    # move tensors to GPU if CUDA is available\n",
    "    if train_on_gpu:\n",
    "        data, target = data.cuda(), target.cuda()\n",
    "    # forward pass: compute predicted outputs by passing inputs to the model\n",
    "    output = model(data)\n",
    "    # calculate the batch loss\n",
    "    loss = criterion(output, target)\n",
    "    # update test loss\n",
    "    test_loss += loss.item()*data.size(0)\n",
    "    # convert output probabilities to predicted class\n",
    "    _, pred = torch.max(output, 1)\n",
    "    # compare predictions to true label\n",
    "    correct_tensor = pred.eq(target.data.view_as(pred))\n",
    "    correct = np.squeeze(correct_tensor.numpy()) if not train_on_gpu else np.squeeze(correct_tensor.cpu().numpy())\n",
    "    # calculate test accuracy for each object class\n",
    "    for i in range(batch_size):\n",
    "        label = target.data[i]\n",
    "        class_correct[label] += correct[i].item()\n",
    "        class_total[label] += 1\n",
    "\n",
    "# average test loss\n",
    "test_loss = test_loss/len(test_loader.dataset)\n",
    "print('Test Loss: {:.6f}\\n'.format(test_loss))\n",
    "\n",
    "for i in range(10):\n",
    "    if class_total[i] > 0:\n",
    "        print('Test Accuracy of %5s: %2d%% (%2d/%2d)' % (\n",
    "            classes[i], 100 * class_correct[i] / class_total[i],\n",
    "            np.sum(class_correct[i]), np.sum(class_total[i])))\n",
    "    else:\n",
    "        print('Test Accuracy of %5s: N/A (no training examples)' % (classes[i]))\n",
    "\n",
    "print('\\nTest Accuracy (Overall): %2d%% (%2d/%2d)' % (\n",
    "    100. * np.sum(class_correct) / np.sum(class_total),\n",
    "    np.sum(class_correct), np.sum(class_total)))\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1800x288 with 16 Axes>",
      "image/png": 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\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# obtain one batch of test images\n",
    "dataiter = iter(test_loader)\n",
    "images, labels = dataiter.next()\n",
    "images.numpy()\n",
    "\n",
    "# move model inputs to cuda, if GPU available\n",
    "if train_on_gpu:\n",
    "    images = images.cuda()\n",
    "\n",
    "# get sample outputs\n",
    "output = model(images)\n",
    "# convert output probabilities to predicted class\n",
    "_, preds_tensor = torch.max(output, 1)\n",
    "preds = np.squeeze(preds_tensor.numpy()) if not train_on_gpu else np.squeeze(preds_tensor.cpu().numpy())\n",
    "\n",
    "# plot the images in the batch, along with predicted and true labels\n",
    "fig = plt.figure(figsize=(25, 4))\n",
    "for idx in np.arange(16):\n",
    "    ax = fig.add_subplot(2, 16//2, idx+1, xticks=[], yticks=[])\n",
    "    imshow(images.cpu()[idx])\n",
    "    ax.set_title(\"{} ({})\".format(classes[preds[idx]], classes[labels[idx]]),\n",
    "                 color=(\"green\" if preds[idx]==labels[idx].item() else \"red\"))\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}